Tags: Illinois

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  1. [Illinois] MCB 493 Lecture 3: Forward and Recurrent Lateral Inhibition

    30 Oct 2013 | | Contributor(s):: Thomas J. Anastasio

    Networks with forward and recurrent laterally inhibitory connectivity profiles can shape signals in space and time, and simulate certain forms of sensory and motor processing.

  2. [Illinois] MCB 493 Lecture 6: Supervised Learning and Non-Uniform Representations

    30 Oct 2013 | | Contributor(s):: Thomas J. Anastasio

    Supervised learning algorithms can train neural networks to associate patterns and simulate the non-uniform distributed representations found in many brain regions.

  3. [Illinois] MCB 493 Lecture 7: Reinforcement Learning and Associative Conditioning

    30 Oct 2013 | | Contributor(s):: Thomas J. Anastasio

    Reinforcement learning algorithms can simulate certain types of associative conditioning and train neural networks to form non-uniform distributed representations.

  4. [Illinois] MCB 493 Lecture 2: Recurrent Connections and Simple Neural Circuits

    29 Oct 2013 | | Contributor(s):: Thomas J. Anastasio

    Networks with recurrent connections, forming circuits, and containing only a few neural units can shape signals in time, produce oscillations, and simulate certain forms of low-level motor control.

  5. [Illinois] MCB 493 Lecture 4: Covariation Learning and Auto-Associative Memory

    29 Oct 2013 | | Contributor(s):: Thomas J. Anastasio

    Networks with recurrent connection weights that reflect the covariation between pattern elements can dynamically recall patterns and simulate certain forms of memory.

  6. [Illinois] MCB 493 Lecture 5: Unsupervised Learning and Distributed Representations

    29 Oct 2013 | | Contributor(s):: Thomas J. Anastasio

    Unsupervised learning algorithms, given only a set of input patterns, can train neural networks to form distributed representations of those patterns that resemble brain maps.

  7. [Illinois] MCB 493 Lecture 8: Information Transmission and Unsupervised Learning

    29 Oct 2013 | | Contributor(s):: Thomas J. Anastasio

    Unsupervised learning algorithms can train neural networks to increase the amount of information they contain about their inputs and simulate the properties of sensory neurons.

  8. [Illinois] Phys550 Lecture 14: Physics of the Neuron II

    29 Oct 2013 | | Contributor(s):: Klaus Schulten

  9. [Illinois] Phys550 Lecture 15: Physics of the Neuron III

    29 Oct 2013 | | Contributor(s):: Klaus Schulten

  10. Molecular Dynamics Showcase

    06 Jul 2013 | | Contributor(s):: Michael McLennan, Chen-Yu Li, john stone, Aleksei Aksimentiev, George A. Howlett

    View interesting features of a molecular dynamics trajectory file

  11. [Illinois] Phys550 Lecture 12: Stochastic Processes III

    07 Oct 2013 | | Contributor(s):: Klaus Schulten

  12. [Illinois] Phys550 Lecture 11: Stochastic Processes II

    07 Oct 2013 | | Contributor(s):: Klaus Schulten

  13. [Illinois] Phys550 Lecture 10: Stochastic Processes I

    30 Sep 2013 | | Contributor(s):: Klaus Schulten

  14. [Illinois] Phys550 Lecture 8: Vision II

    30 Sep 2013 | | Contributor(s):: Klaus Schulten

  15. [Illinois] Phys550 Lecture 9: Protein Overview

    30 Sep 2013 | | Contributor(s):: Klaus Schulten

  16. [Illinois] Phys550 Lecture 7: Vision I

    30 Sep 2013 | | Contributor(s):: Klaus Schulten

  17. [Illinois] Stretchy Electronics That Can Dissolve in Your Body

    27 Sep 2013 | | Contributor(s):: John Rogers

    Biology is soft, curvilinear, and transient; modern silicon technology is rigid, planar, and everlasting. Electronic systems that eliminate this profound mismatch in properties will lead to new types of devices, capable of integrating noninvasively with the body, providing function over some...

  18. [Illinois] Phys550 Lecture 6: Interaction of Molecules with Light IV

    13 Sep 2013 | | Contributor(s):: Klaus Schulten

  19. [Illinois] Cancer Technology on Microchips, From Cell Manipulation, Molecular Screening to Early Cancer Detection

    10 Sep 2013 | | Contributor(s):: John X.J. Zhang

  20. [Illinois] Phys550 Lecture 5: Interaction of Molecules with Light III

    11 Sep 2013 | | Contributor(s):: Klaus Schulten